04596cam a2200661Ka 4500001001300000003000600013005001700019006001900036007001500055008004100070040009300111019001400204020003600218020003300254020001500287020001800302024001800320029002200338029002200360029001800382035003900400037008200439050002100521082001600542084002300558049000900581100002800590245009100618250001200709260003100721300002800752336002600780337002600806338003600832505028000868520187201148588002603020504006703046650003703113650003003150650004003180650005503220650004503275650005203320655002503372655002203397655004103419700002303460710004003483776012903523856008403652938004803736938004003784938004003824938004103864994001203905999001703917ocn795795373OCoLC20171224114001.0m o d cr cn|||||||||120619s2012 nju ob 001 0 eng d aDG1bengepncDG1dCDXdOCLCOdCOOdOCLCQdOCLCFdOCLCAdYDXCPdOCLCQdOCLCOdOCLCQdDG1 a796214724 a9781118231296q(electronic bk.) a1118231295q(electronic bk.) a0470889748 a97804708897498 a97866136222801 aAU@b0000495955571 aAU@b0000502399211 aNZ1b15921988 a(OCoLC)795795373z(OCoLC)796214724 a10.1002/9781118231296bWiley InterSciencenhttp://www3.interscience.wiley.com 4aQA274b.O46 201204a519.2/3223 aMAT0290002bisacsh aMAIN1 aOlofsson, Peter,d1963-10aProbability, statistics, and stochastic processes /cPeter Olofsson, Mikael Andersson. a2nd ed. aHoboken :bWiley,c©2012. a1 online resource (448) atextbtxt2rdacontent acomputerbc2rdamedia aonline resourcebcr2rdacarrier0 aFrontmatter -- Basic Probability Theory -- Random Variables -- Joint Distributions -- Limit Theorems -- Simulation -- Statistical Inference -- Linear Models -- Stochastic Processes -- Appendix A: Tables -- Appendix B: Answers to Selected Problems -- Further Reading -- Index. aA mathematical and intuitive approach to probability, statistics, and stochastic processes. This textbook provides a unique, balanced approach to probability, statistics, and stochastic processes. Readers gain a solid foundation in all three fields that serves as a stepping stone to more advanced investigations into each area. This text combines a rigorous, calculus-based development of theory with a more intuitive approach that appeals to readers' sense of reason and logic, an approach developed through the author's many years of classroom experience. The text begins with three chapters that develop probability theory and introduce the axioms of probability, random variables, and joint distributions. The next two chapters introduce limit theorems and simulation. Also included is a chapter on statistical inference with a section on Bayesian statistics, which is an important, though often neglected, topic for undergraduate-level texts. Markov chains in discrete and continuous time are also discussed within the book. More than 400 examples are interspersed throughout the text to help illustrate concepts and theory and to assist the reader in developing an intuitive sense of the subject. Readers will find many of the examples to be both entertaining and thought provoking. This is also true for the carefully selected problems that appear at the end of each chapter. This book is an excellent text for upper-level undergraduate courses. While many texts treat probability theory and statistical inference or probability theory and stochastic processes, this text enables students to become proficient in all three of these essential topics. For students in science and engineering who may take only one course in probability theory, mastering all three areas will better prepare them to collect, analyze, and characterize data in their chosen fields.0 aPrint version record. aIncludes bibliographical references (pages 551-552) and index. 0aStochastic processesvTextbooks. 0aProbabilitiesvTextbooks. 0aMathematical statisticsvTextbooks. 7aMathematical statistics.2fast0(OCoLC)fst01012127 7aProbabilities.2fast0(OCoLC)fst01077737 7aStochastic processes.2fast0(OCoLC)fst01133519 4aElectronic resource. 4aElectronic books. 7aTextbooks.2fast0(OCoLC)fst014238631 aAndersson, Mikael.2 aWiley InterScience (Online service)08iPrint version:tProbability, Statistics, and Stochastic Processes.dWiley-Interscience 2011z9780470889749w(OCoLC)75884456940uhttp://onlinelibrary.wiley.com/book/10.1002/9781118231296zWiley Online Library aCoutts Information ServicesbCOUTn22305996 aYBP Library ServicesbYANKn7292981 aYBP Library ServicesbYANKn7613024 aYBP Library ServicesbYANKn12671241 a92bDG1 c11984d11984